Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods

Nicola Cecere, Andrea Bacciu, Ignacio Fernández Tobías +1

Uncertainty quantification (UQ) in Large Language Models (LLMs) is essential for their safe and reliable deployment, particularly in critical applications where incorrect outputs c…